Gaussian Processes in Machine Learning.
Carl Edward RasmussenPublished in: Advanced Lectures on Machine Learning (2003)
Keyphrases
- gaussian processes
- machine learning
- gaussian process
- ordinal regression
- gaussian process regression
- multi task learning
- bayesian methods
- multitask learning
- covariance function
- preference learning
- bayesian approaches
- model selection
- gaussian process models
- data mining
- human pose estimation
- support vector machine
- information extraction
- multi task
- learning tasks
- supervised learning
- decision trees
- feature selection
- machine learning algorithms
- hyperparameters
- active learning
- regression model
- learning process
- feature space
- learning algorithm
- text mining